CALL FOR PAPERS
Medical and HealthCare Applications of Evolutionary Computation
CEC 2017 Special Session
Donostia - San Sebasti√°n, Spain
June 5-8, 2017
SCOPE
Evolutionary Computation methods are being more and more frequently used
to face challenging problems in Medicine and HealthCare.
These methods can be of great help in finding good solutions to many
practical medical and healthcare applications, as for example in tasks
as disease screening, diagnosis, treatment planning, prognosis, imaging,
signal processing, health care management and any other task related to
machine learning, knowledge discovery, decision support, regression,
forecasting, optimization, feature selection and data mining.
The Special Session aims to bring together international experts in
evolutionary computation for the exchange of ideas across disciplines
encouraging multidisciplinary research collaborations and the
development of new concepts in the important and growing domain of
Medical and HealthCare ICT, thus creating a forum of excellence on the
use of evolutionary inspired methods to face medical and healthcare
problems.
This increasing trend towards the use of Evolutionary Computation
methods to face challenging medical and healthcare problems in the next
years, not only will a Special Session on this topic be of immediate
relevance, it will also provide a platform for encouraging
implementations of evolutionary methods for solving problems in various
medical and health care specialties.
TOPICS
Examples of relevant topics include, but are not limited to,
applications of Evolutionary Algorithms to:
- Medical imaging: image analysis by detection, segmentation,
registration, classification of pathological patterns on various imaging
modalities including X-rays, magnetic resonance imaging (MRI), computer
tomography (CT), etc.;
- Medical signal and data processing (analysis of biosignals such as the
electroencephalogram (EEG), electrocorticogram (ECoG), electrocardiogram
(ECG), electrooculogram (EOG), electromyogram (EMG), respiration, and so
on; automated systems for detection of abnormal biomedical signals,
detection of relevant biomedical patterns, multi-scale signal
processing, ...)
- Clinical diagnosis and therapy: detection of relevant diagnostic
parameters, regression models in diagnosing diseases, earlier diagnosis
of disease, treatment schedule, management of chronic diseases, therapy
planning, ...)
- Data inference, mining, and trend analysis (inference and modelling of
physiological systems, data mining to discover new information, disease
prediction, processing of large volumes of heterogeneous medical data,
mining models of the patient, prediction of how diseases propagate ...)
- Modelling and simulation of medical processes (modelling of medical
processes to avoid mistakes or to systematically improve decision making
and practice, error, vulnerability, and inefficiencies detection,
simulation of multi-agent concurrent activities, ...)
- Knowledge discovery and decision support (clinical decision support
systems, automatic clinical diagnosis, ...)
- Computational Intelligence for chronic disease management (disease
measure estimates, identification of symptoms, adaptation of medical
devices to individual patients, ...)
- Healthcare modeling and simulation (physicians/patient support
systems, population modelling systems, ...)
- Health information systems and convergence of health (healthcare
delivery healthcare management, ...).
Accepted papers will appear in the proceedings of CEC, published by IEEE
Press Society.
All the papers have to be submited electronically through the congress
application site.
More detailed information, together with a more comprehensive list of
application domains, is available at www.mhaec.icar.cnr.it and
www.cec2017.org.
IMPORTANT DATES
Submission deadline: January 16, 2017
Notification of acceptance: February 26, 2017
Deadline for final submission: March 12, 2017
Conference dates: June 5-8, 2017
ORGANIZED BY
Ivanoe De Falco
ICAR-CNR, ITALY
Antonio Della Cioppa
University of Salerno, ITALY
Umberto Scafuri
ICAR-CNR, ITALY
Ernesto Tarantino
ICAR-CNR, ITALY
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